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Skills

Skills for Haarness: instructions and scripts an agent picks up when a task calls for them, added with one command.

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SLO Architect

Defines SLIs and SLOs, computes error budgets and multi-window burn-rate alerts, and reviews SLO docs for common mistakes.

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Observability Designer

Designs metrics, logs and traces coverage, generates Grafana dashboard JSON and trims noisy alert rules.

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EU AI Act Specialist

Classifies AI systems under the EU AI Act, plans conformity assessment and lists obligations per provider or deployer role.

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Financial Analyst

Analyse company financials: ratio analysis, discounted cash flow value, budget vs actual and forecasts.

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Migration Architect

Plans phased system or database migrations, checks schema and API compatibility, and generates rollback runbooks.

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LLM Cost Optimizer

Guides cutting LLM API spend through per-feature cost logging, model routing, prompt caching and output caps.

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ISO 42001 AIMS Specialist

Runs an ISO/IEC 42001 AI management system gap analysis, builds an AI risk register and plans internal audits.

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Code to PRD

Reads a frontend or backend codebase and writes a page-by-page product requirements document with API and enum inventories.

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Incident Commander

Runs outage response: classifies severity, rebuilds timelines from event logs and drafts post-incident reviews.

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GDPR Compliance Expert

Scans code for personal-data risks, drafts DPIAs and tracks data subject request deadlines under GDPR and German BDSG.

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Feature Flags Architect

Plans flag rollouts, documents kill switches and scans a repo for stale feature flags ready for cleanup.

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Dependency Auditor

Audits manifests and lockfiles across ecosystems for known-vulnerable versions, licence conflicts and risky upgrades.

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Database Designer

Analyzes SQL schemas for normalization and index gaps, then drafts zero-downtime migrations with rollback steps.

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Competitive Teardown

Builds competitor scorecards, SWOTs, pricing comparisons and positioning maps from public market signals.

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Data Quality Auditor

Profiles CSV datasets, classifies missing values and flags outliers to produce a scored data-quality remediation plan.

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Cloud Security Posture

Reviews exported IAM policies, S3 settings and security groups for privilege escalation and public exposure risks.

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Changelog Generator

Turns Conventional Commits into Keep a Changelog entries, lints commit messages and suggests the next semver bump.

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Accessibility Audit

Scans web front-end code for WCAG 2.2 A/AA issues, checks colour contrast and suggests framework-specific fixes.

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App Store Optimization

Researches app keywords, tightens App Store and Play listing metadata, and plans listing A/B tests and launches.

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API Design Reviewer

Lints OpenAPI specs, flags breaking changes between versions and grades REST API design before release.

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Campaign Analytics

Compares attribution models, finds funnel drop-offs and calculates ROI, ROAS and CAC from campaign data files.

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Answer Engine Optimization

Audits pages for signals that get content cited by AI assistants, suggests rewrites and logs observed citations.

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Verification Loop

Run a full pre-merge check of build, types, lint, tests and secrets and get a clear ready or not-ready verdict.

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MCP Dependency Review

Statically checks MCP config files for mutable package or image references (@latest, ranges, untagged images) without running them.

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Safety Guard Modes

Advisory careful, freeze and guard modes: confirm before destructive commands and keep edits inside one directory.

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Spring Boot Patterns

Spring Boot service patterns: layered REST APIs, JPA repositories, validation, central errors, caching, async and rate limits.

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Regex vs LLM Parsing

Decides between regex and LLM extraction and builds a hybrid parser that sends only low-confidence items to a model.

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Laravel Patterns

Laravel app structure: thin controllers with actions, scoped route binding, Eloquent scopes, form requests, queues and caching.

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Safe Database Migrations

Zero-downtime migration playbook: expand-contract, concurrent indexes, batched backfills, with Prisma, Drizzle, Django and more.

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Kotlin Coroutines and Flow

Structured concurrency, Flow operators, StateFlow and SharedFlow, cancellation and coroutine testing for Android and KMP.

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Idiomatic Go Patterns

Idiomatic Go conventions: error wrapping, small interfaces, functional options, package layout, concurrency and linting.

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Dart and Flutter Patterns

Flutter patterns for null safety, sealed state, BLoC and Riverpod, GoRouter auth guards, Dio networking and widget tests.

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Agent Security Hardening

Hardens agent runtimes: trust-boundary mapping, ID and URL validation, path containment, secret handling and bounded tool output.

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Spec-Driven Development

Writes a reviewed spec covering goals, commands, structure, style, tests and boundaries before any plan or code is produced.

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Incremental Implementation

Keeps implementation to thin slices that are each built, tested, verified and committed before the next one starts.

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Launch Readiness

Walks a release through quality, security, performance and accessibility checks, then plans a staged rollout and rollback.

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Source-Driven Development

Checks framework versions, fetches the matching official docs page, and cites it for every framework-specific choice.

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Security Hardening

Threat-models a feature, then applies concrete defences for injection, auth, SSRF, secrets, dependencies, privacy and LLM features.

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Task Breakdown Planning

Maps dependencies and slices a spec into small, ordered tasks with acceptance checks and checkpoints, saved as a plan file.

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Performance Optimization

Measures first, fixes one bottleneck, re-measures against noise, and keeps or reverts each change with a logged result.

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Observability Instrumentation

Adds structured logs, RED metrics, traces and symptom-based alerts with runbooks, starting from the questions on-call will ask.

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Deprecation And Migration

Plans removal of old systems with incremental consumer migration and zero-downtime expand/contract schema changes.

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Intent Interview

Pins down what you actually want by asking single questions with a stated guess and confidence until it can restate your intent.

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Idea Refinement

Turns a rough idea into a one-page brief by widening options through several lenses, testing them, and listing what not to build.

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Git Workflow And Versioning

Covers atomic commits, short-lived branches, worktrees, pre-commit hygiene, semantic versions, tags and changelogs.

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Frontend UI Engineering

Covers component structure, state choices, design-system use and WCAG basics so generated interfaces look hand-built.

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Doubt-Driven Review

Puts each risky decision in front of a fresh-context reviewer told to find flaws, then sorts the findings before moving on.

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Docs And ADRs

Writes architecture decision records and why-focused docs, matching any existing ADR convention before using its own template.

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